Azure Classic

v5.19.0 published on Friday, Sep 16, 2022 by Pulumi

ComputeCluster

Manages a Machine Learning Compute Cluster. NOTE: At this point in time the resource cannot be updated (not supported by the backend Azure Go SDK). Therefore it can only be created and deleted, not updated. At the moment, there is also no possibility to specify ssh User Account Credentials to ssh into the compute cluster.

Example Usage

using System.Collections.Generic;
using Pulumi;
using Azure = Pulumi.Azure;

return await Deployment.RunAsync(() => 
{
    var current = Azure.Core.GetClientConfig.Invoke();

    var exampleResourceGroup = new Azure.Core.ResourceGroup("exampleResourceGroup", new()
    {
        Location = "west europe",
        Tags = 
        {
            { "stage", "example" },
        },
    });

    var exampleInsights = new Azure.AppInsights.Insights("exampleInsights", new()
    {
        Location = exampleResourceGroup.Location,
        ResourceGroupName = exampleResourceGroup.Name,
        ApplicationType = "web",
    });

    var exampleKeyVault = new Azure.KeyVault.KeyVault("exampleKeyVault", new()
    {
        Location = exampleResourceGroup.Location,
        ResourceGroupName = exampleResourceGroup.Name,
        TenantId = current.Apply(getClientConfigResult => getClientConfigResult.TenantId),
        SkuName = "standard",
        PurgeProtectionEnabled = true,
    });

    var exampleAccount = new Azure.Storage.Account("exampleAccount", new()
    {
        Location = exampleResourceGroup.Location,
        ResourceGroupName = exampleResourceGroup.Name,
        AccountTier = "Standard",
        AccountReplicationType = "LRS",
    });

    var exampleWorkspace = new Azure.MachineLearning.Workspace("exampleWorkspace", new()
    {
        Location = exampleResourceGroup.Location,
        ResourceGroupName = exampleResourceGroup.Name,
        ApplicationInsightsId = exampleInsights.Id,
        KeyVaultId = exampleKeyVault.Id,
        StorageAccountId = exampleAccount.Id,
        Identity = new Azure.MachineLearning.Inputs.WorkspaceIdentityArgs
        {
            Type = "SystemAssigned",
        },
    });

    var exampleVirtualNetwork = new Azure.Network.VirtualNetwork("exampleVirtualNetwork", new()
    {
        AddressSpaces = new[]
        {
            "10.1.0.0/16",
        },
        Location = exampleResourceGroup.Location,
        ResourceGroupName = exampleResourceGroup.Name,
    });

    var exampleSubnet = new Azure.Network.Subnet("exampleSubnet", new()
    {
        ResourceGroupName = exampleResourceGroup.Name,
        VirtualNetworkName = exampleVirtualNetwork.Name,
        AddressPrefixes = new[]
        {
            "10.1.0.0/24",
        },
    });

    var test = new Azure.MachineLearning.ComputeCluster("test", new()
    {
        Location = exampleResourceGroup.Location,
        VmPriority = "LowPriority",
        VmSize = "Standard_DS2_v2",
        MachineLearningWorkspaceId = exampleWorkspace.Id,
        SubnetResourceId = exampleSubnet.Id,
        ScaleSettings = new Azure.MachineLearning.Inputs.ComputeClusterScaleSettingsArgs
        {
            MinNodeCount = 0,
            MaxNodeCount = 1,
            ScaleDownNodesAfterIdleDuration = "PT30S",
        },
        Identity = new Azure.MachineLearning.Inputs.ComputeClusterIdentityArgs
        {
            Type = "SystemAssigned",
        },
    });

});
package main

import (
	"github.com/pulumi/pulumi-azure/sdk/v5/go/azure/appinsights"
	"github.com/pulumi/pulumi-azure/sdk/v5/go/azure/core"
	"github.com/pulumi/pulumi-azure/sdk/v5/go/azure/keyvault"
	"github.com/pulumi/pulumi-azure/sdk/v5/go/azure/machinelearning"
	"github.com/pulumi/pulumi-azure/sdk/v5/go/azure/network"
	"github.com/pulumi/pulumi-azure/sdk/v5/go/azure/storage"
	"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		current, err := core.GetClientConfig(ctx, nil, nil)
		if err != nil {
			return err
		}
		exampleResourceGroup, err := core.NewResourceGroup(ctx, "exampleResourceGroup", &core.ResourceGroupArgs{
			Location: pulumi.String("west europe"),
			Tags: pulumi.StringMap{
				"stage": pulumi.String("example"),
			},
		})
		if err != nil {
			return err
		}
		exampleInsights, err := appinsights.NewInsights(ctx, "exampleInsights", &appinsights.InsightsArgs{
			Location:          exampleResourceGroup.Location,
			ResourceGroupName: exampleResourceGroup.Name,
			ApplicationType:   pulumi.String("web"),
		})
		if err != nil {
			return err
		}
		exampleKeyVault, err := keyvault.NewKeyVault(ctx, "exampleKeyVault", &keyvault.KeyVaultArgs{
			Location:               exampleResourceGroup.Location,
			ResourceGroupName:      exampleResourceGroup.Name,
			TenantId:               pulumi.String(current.TenantId),
			SkuName:                pulumi.String("standard"),
			PurgeProtectionEnabled: pulumi.Bool(true),
		})
		if err != nil {
			return err
		}
		exampleAccount, err := storage.NewAccount(ctx, "exampleAccount", &storage.AccountArgs{
			Location:               exampleResourceGroup.Location,
			ResourceGroupName:      exampleResourceGroup.Name,
			AccountTier:            pulumi.String("Standard"),
			AccountReplicationType: pulumi.String("LRS"),
		})
		if err != nil {
			return err
		}
		exampleWorkspace, err := machinelearning.NewWorkspace(ctx, "exampleWorkspace", &machinelearning.WorkspaceArgs{
			Location:              exampleResourceGroup.Location,
			ResourceGroupName:     exampleResourceGroup.Name,
			ApplicationInsightsId: exampleInsights.ID(),
			KeyVaultId:            exampleKeyVault.ID(),
			StorageAccountId:      exampleAccount.ID(),
			Identity: &machinelearning.WorkspaceIdentityArgs{
				Type: pulumi.String("SystemAssigned"),
			},
		})
		if err != nil {
			return err
		}
		exampleVirtualNetwork, err := network.NewVirtualNetwork(ctx, "exampleVirtualNetwork", &network.VirtualNetworkArgs{
			AddressSpaces: pulumi.StringArray{
				pulumi.String("10.1.0.0/16"),
			},
			Location:          exampleResourceGroup.Location,
			ResourceGroupName: exampleResourceGroup.Name,
		})
		if err != nil {
			return err
		}
		exampleSubnet, err := network.NewSubnet(ctx, "exampleSubnet", &network.SubnetArgs{
			ResourceGroupName:  exampleResourceGroup.Name,
			VirtualNetworkName: exampleVirtualNetwork.Name,
			AddressPrefixes: pulumi.StringArray{
				pulumi.String("10.1.0.0/24"),
			},
		})
		if err != nil {
			return err
		}
		_, err = machinelearning.NewComputeCluster(ctx, "test", &machinelearning.ComputeClusterArgs{
			Location:                   exampleResourceGroup.Location,
			VmPriority:                 pulumi.String("LowPriority"),
			VmSize:                     pulumi.String("Standard_DS2_v2"),
			MachineLearningWorkspaceId: exampleWorkspace.ID(),
			SubnetResourceId:           exampleSubnet.ID(),
			ScaleSettings: &machinelearning.ComputeClusterScaleSettingsArgs{
				MinNodeCount:                    pulumi.Int(0),
				MaxNodeCount:                    pulumi.Int(1),
				ScaleDownNodesAfterIdleDuration: pulumi.String("PT30S"),
			},
			Identity: &machinelearning.ComputeClusterIdentityArgs{
				Type: pulumi.String("SystemAssigned"),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}
package generated_program;

import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.azure.core.CoreFunctions;
import com.pulumi.azure.core.ResourceGroup;
import com.pulumi.azure.core.ResourceGroupArgs;
import com.pulumi.azure.appinsights.Insights;
import com.pulumi.azure.appinsights.InsightsArgs;
import com.pulumi.azure.keyvault.KeyVault;
import com.pulumi.azure.keyvault.KeyVaultArgs;
import com.pulumi.azure.storage.Account;
import com.pulumi.azure.storage.AccountArgs;
import com.pulumi.azure.machinelearning.Workspace;
import com.pulumi.azure.machinelearning.WorkspaceArgs;
import com.pulumi.azure.machinelearning.inputs.WorkspaceIdentityArgs;
import com.pulumi.azure.network.VirtualNetwork;
import com.pulumi.azure.network.VirtualNetworkArgs;
import com.pulumi.azure.network.Subnet;
import com.pulumi.azure.network.SubnetArgs;
import com.pulumi.azure.machinelearning.ComputeCluster;
import com.pulumi.azure.machinelearning.ComputeClusterArgs;
import com.pulumi.azure.machinelearning.inputs.ComputeClusterScaleSettingsArgs;
import com.pulumi.azure.machinelearning.inputs.ComputeClusterIdentityArgs;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;

public class App {
    public static void main(String[] args) {
        Pulumi.run(App::stack);
    }

    public static void stack(Context ctx) {
        final var current = CoreFunctions.getClientConfig();

        var exampleResourceGroup = new ResourceGroup("exampleResourceGroup", ResourceGroupArgs.builder()        
            .location("west europe")
            .tags(Map.of("stage", "example"))
            .build());

        var exampleInsights = new Insights("exampleInsights", InsightsArgs.builder()        
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .applicationType("web")
            .build());

        var exampleKeyVault = new KeyVault("exampleKeyVault", KeyVaultArgs.builder()        
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
            .skuName("standard")
            .purgeProtectionEnabled(true)
            .build());

        var exampleAccount = new Account("exampleAccount", AccountArgs.builder()        
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .accountTier("Standard")
            .accountReplicationType("LRS")
            .build());

        var exampleWorkspace = new Workspace("exampleWorkspace", WorkspaceArgs.builder()        
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .applicationInsightsId(exampleInsights.id())
            .keyVaultId(exampleKeyVault.id())
            .storageAccountId(exampleAccount.id())
            .identity(WorkspaceIdentityArgs.builder()
                .type("SystemAssigned")
                .build())
            .build());

        var exampleVirtualNetwork = new VirtualNetwork("exampleVirtualNetwork", VirtualNetworkArgs.builder()        
            .addressSpaces("10.1.0.0/16")
            .location(exampleResourceGroup.location())
            .resourceGroupName(exampleResourceGroup.name())
            .build());

        var exampleSubnet = new Subnet("exampleSubnet", SubnetArgs.builder()        
            .resourceGroupName(exampleResourceGroup.name())
            .virtualNetworkName(exampleVirtualNetwork.name())
            .addressPrefixes("10.1.0.0/24")
            .build());

        var test = new ComputeCluster("test", ComputeClusterArgs.builder()        
            .location(exampleResourceGroup.location())
            .vmPriority("LowPriority")
            .vmSize("Standard_DS2_v2")
            .machineLearningWorkspaceId(exampleWorkspace.id())
            .subnetResourceId(exampleSubnet.id())
            .scaleSettings(ComputeClusterScaleSettingsArgs.builder()
                .minNodeCount(0)
                .maxNodeCount(1)
                .scaleDownNodesAfterIdleDuration("PT30S")
                .build())
            .identity(ComputeClusterIdentityArgs.builder()
                .type("SystemAssigned")
                .build())
            .build());

    }
}
import pulumi
import pulumi_azure as azure

current = azure.core.get_client_config()
example_resource_group = azure.core.ResourceGroup("exampleResourceGroup",
    location="west europe",
    tags={
        "stage": "example",
    })
example_insights = azure.appinsights.Insights("exampleInsights",
    location=example_resource_group.location,
    resource_group_name=example_resource_group.name,
    application_type="web")
example_key_vault = azure.keyvault.KeyVault("exampleKeyVault",
    location=example_resource_group.location,
    resource_group_name=example_resource_group.name,
    tenant_id=current.tenant_id,
    sku_name="standard",
    purge_protection_enabled=True)
example_account = azure.storage.Account("exampleAccount",
    location=example_resource_group.location,
    resource_group_name=example_resource_group.name,
    account_tier="Standard",
    account_replication_type="LRS")
example_workspace = azure.machinelearning.Workspace("exampleWorkspace",
    location=example_resource_group.location,
    resource_group_name=example_resource_group.name,
    application_insights_id=example_insights.id,
    key_vault_id=example_key_vault.id,
    storage_account_id=example_account.id,
    identity=azure.machinelearning.WorkspaceIdentityArgs(
        type="SystemAssigned",
    ))
example_virtual_network = azure.network.VirtualNetwork("exampleVirtualNetwork",
    address_spaces=["10.1.0.0/16"],
    location=example_resource_group.location,
    resource_group_name=example_resource_group.name)
example_subnet = azure.network.Subnet("exampleSubnet",
    resource_group_name=example_resource_group.name,
    virtual_network_name=example_virtual_network.name,
    address_prefixes=["10.1.0.0/24"])
test = azure.machinelearning.ComputeCluster("test",
    location=example_resource_group.location,
    vm_priority="LowPriority",
    vm_size="Standard_DS2_v2",
    machine_learning_workspace_id=example_workspace.id,
    subnet_resource_id=example_subnet.id,
    scale_settings=azure.machinelearning.ComputeClusterScaleSettingsArgs(
        min_node_count=0,
        max_node_count=1,
        scale_down_nodes_after_idle_duration="PT30S",
    ),
    identity=azure.machinelearning.ComputeClusterIdentityArgs(
        type="SystemAssigned",
    ))
import * as pulumi from "@pulumi/pulumi";
import * as azure from "@pulumi/azure";

const current = azure.core.getClientConfig({});
const exampleResourceGroup = new azure.core.ResourceGroup("exampleResourceGroup", {
    location: "west europe",
    tags: {
        stage: "example",
    },
});
const exampleInsights = new azure.appinsights.Insights("exampleInsights", {
    location: exampleResourceGroup.location,
    resourceGroupName: exampleResourceGroup.name,
    applicationType: "web",
});
const exampleKeyVault = new azure.keyvault.KeyVault("exampleKeyVault", {
    location: exampleResourceGroup.location,
    resourceGroupName: exampleResourceGroup.name,
    tenantId: current.then(current => current.tenantId),
    skuName: "standard",
    purgeProtectionEnabled: true,
});
const exampleAccount = new azure.storage.Account("exampleAccount", {
    location: exampleResourceGroup.location,
    resourceGroupName: exampleResourceGroup.name,
    accountTier: "Standard",
    accountReplicationType: "LRS",
});
const exampleWorkspace = new azure.machinelearning.Workspace("exampleWorkspace", {
    location: exampleResourceGroup.location,
    resourceGroupName: exampleResourceGroup.name,
    applicationInsightsId: exampleInsights.id,
    keyVaultId: exampleKeyVault.id,
    storageAccountId: exampleAccount.id,
    identity: {
        type: "SystemAssigned",
    },
});
const exampleVirtualNetwork = new azure.network.VirtualNetwork("exampleVirtualNetwork", {
    addressSpaces: ["10.1.0.0/16"],
    location: exampleResourceGroup.location,
    resourceGroupName: exampleResourceGroup.name,
});
const exampleSubnet = new azure.network.Subnet("exampleSubnet", {
    resourceGroupName: exampleResourceGroup.name,
    virtualNetworkName: exampleVirtualNetwork.name,
    addressPrefixes: ["10.1.0.0/24"],
});
const test = new azure.machinelearning.ComputeCluster("test", {
    location: exampleResourceGroup.location,
    vmPriority: "LowPriority",
    vmSize: "Standard_DS2_v2",
    machineLearningWorkspaceId: exampleWorkspace.id,
    subnetResourceId: exampleSubnet.id,
    scaleSettings: {
        minNodeCount: 0,
        maxNodeCount: 1,
        scaleDownNodesAfterIdleDuration: "PT30S",
    },
    identity: {
        type: "SystemAssigned",
    },
});
resources:
  exampleResourceGroup:
    type: azure:core:ResourceGroup
    properties:
      location: west europe
      tags:
        stage: example
  exampleInsights:
    type: azure:appinsights:Insights
    properties:
      location: ${exampleResourceGroup.location}
      resourceGroupName: ${exampleResourceGroup.name}
      applicationType: web
  exampleKeyVault:
    type: azure:keyvault:KeyVault
    properties:
      location: ${exampleResourceGroup.location}
      resourceGroupName: ${exampleResourceGroup.name}
      tenantId: ${current.tenantId}
      skuName: standard
      purgeProtectionEnabled: true
  exampleAccount:
    type: azure:storage:Account
    properties:
      location: ${exampleResourceGroup.location}
      resourceGroupName: ${exampleResourceGroup.name}
      accountTier: Standard
      accountReplicationType: LRS
  exampleWorkspace:
    type: azure:machinelearning:Workspace
    properties:
      location: ${exampleResourceGroup.location}
      resourceGroupName: ${exampleResourceGroup.name}
      applicationInsightsId: ${exampleInsights.id}
      keyVaultId: ${exampleKeyVault.id}
      storageAccountId: ${exampleAccount.id}
      identity:
        type: SystemAssigned
  exampleVirtualNetwork:
    type: azure:network:VirtualNetwork
    properties:
      addressSpaces:
        - 10.1.0.0/16
      location: ${exampleResourceGroup.location}
      resourceGroupName: ${exampleResourceGroup.name}
  exampleSubnet:
    type: azure:network:Subnet
    properties:
      resourceGroupName: ${exampleResourceGroup.name}
      virtualNetworkName: ${exampleVirtualNetwork.name}
      addressPrefixes:
        - 10.1.0.0/24
  test:
    type: azure:machinelearning:ComputeCluster
    properties:
      location: ${exampleResourceGroup.location}
      vmPriority: LowPriority
      vmSize: Standard_DS2_v2
      machineLearningWorkspaceId: ${exampleWorkspace.id}
      subnetResourceId: ${exampleSubnet.id}
      scaleSettings:
        minNodeCount: 0
        maxNodeCount: 1
        scaleDownNodesAfterIdleDuration: PT30S
      identity:
        type: SystemAssigned
variables:
  current:
    Fn::Invoke:
      Function: azure:core:getClientConfig
      Arguments: {}

Create a ComputeCluster Resource

new ComputeCluster(name: string, args: ComputeClusterArgs, opts?: CustomResourceOptions);
@overload
def ComputeCluster(resource_name: str,
                   opts: Optional[ResourceOptions] = None,
                   description: Optional[str] = None,
                   identity: Optional[ComputeClusterIdentityArgs] = None,
                   local_auth_enabled: Optional[bool] = None,
                   location: Optional[str] = None,
                   machine_learning_workspace_id: Optional[str] = None,
                   name: Optional[str] = None,
                   scale_settings: Optional[ComputeClusterScaleSettingsArgs] = None,
                   ssh: Optional[ComputeClusterSshArgs] = None,
                   ssh_public_access_enabled: Optional[bool] = None,
                   subnet_resource_id: Optional[str] = None,
                   tags: Optional[Mapping[str, str]] = None,
                   vm_priority: Optional[str] = None,
                   vm_size: Optional[str] = None)
@overload
def ComputeCluster(resource_name: str,
                   args: ComputeClusterArgs,
                   opts: Optional[ResourceOptions] = None)
func NewComputeCluster(ctx *Context, name string, args ComputeClusterArgs, opts ...ResourceOption) (*ComputeCluster, error)
public ComputeCluster(string name, ComputeClusterArgs args, CustomResourceOptions? opts = null)
public ComputeCluster(String name, ComputeClusterArgs args)
public ComputeCluster(String name, ComputeClusterArgs args, CustomResourceOptions options)
type: azure:machinelearning:ComputeCluster
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.

name string
The unique name of the resource.
args ComputeClusterArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
resource_name str
The unique name of the resource.
args ComputeClusterArgs
The arguments to resource properties.
opts ResourceOptions
Bag of options to control resource's behavior.
ctx Context
Context object for the current deployment.
name string
The unique name of the resource.
args ComputeClusterArgs
The arguments to resource properties.
opts ResourceOption
Bag of options to control resource's behavior.
name string
The unique name of the resource.
args ComputeClusterArgs
The arguments to resource properties.
opts CustomResourceOptions
Bag of options to control resource's behavior.
name String
The unique name of the resource.
args ComputeClusterArgs
The arguments to resource properties.
options CustomResourceOptions
Bag of options to control resource's behavior.

ComputeCluster Resource Properties

To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

Inputs

The ComputeCluster resource accepts the following input properties:

MachineLearningWorkspaceId string

The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.

ScaleSettings ComputeClusterScaleSettingsArgs

A scale_settings block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

VmPriority string

The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created. Accepted values are Dedicated and LowPriority.

VmSize string

The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.

Description string

The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.

Identity ComputeClusterIdentityArgs

An identity block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

LocalAuthEnabled bool

Whether local authentication methods is enabled. Defaults to true. Changing this forces a new Machine Learning Compute Cluster to be created.

Location string

The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.

Name string

The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

Ssh ComputeClusterSshArgs

Credentials for an administrator user account that will be created on each compute node. A ssh block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

SshPublicAccessEnabled bool

A boolean value indicating whether enable the public SSH port. Changing this forces a new Machine Learning Compute Cluster to be created.

SubnetResourceId string

The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.

Tags Dictionary<string, string>

A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

MachineLearningWorkspaceId string

The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.

ScaleSettings ComputeClusterScaleSettingsArgs

A scale_settings block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

VmPriority string

The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created. Accepted values are Dedicated and LowPriority.

VmSize string

The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.

Description string

The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.

Identity ComputeClusterIdentityArgs

An identity block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

LocalAuthEnabled bool

Whether local authentication methods is enabled. Defaults to true. Changing this forces a new Machine Learning Compute Cluster to be created.

Location string

The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.

Name string

The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

Ssh ComputeClusterSshArgs

Credentials for an administrator user account that will be created on each compute node. A ssh block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

SshPublicAccessEnabled bool

A boolean value indicating whether enable the public SSH port. Changing this forces a new Machine Learning Compute Cluster to be created.

SubnetResourceId string

The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.

Tags map[string]string

A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

machineLearningWorkspaceId String

The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.

scaleSettings ComputeClusterScaleSettingsArgs

A scale_settings block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

vmPriority String

The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created. Accepted values are Dedicated and LowPriority.

vmSize String

The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.

description String

The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.

identity ComputeClusterIdentityArgs

An identity block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

localAuthEnabled Boolean

Whether local authentication methods is enabled. Defaults to true. Changing this forces a new Machine Learning Compute Cluster to be created.

location String

The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.

name String

The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

ssh ComputeClusterSshArgs

Credentials for an administrator user account that will be created on each compute node. A ssh block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

sshPublicAccessEnabled Boolean

A boolean value indicating whether enable the public SSH port. Changing this forces a new Machine Learning Compute Cluster to be created.

subnetResourceId String

The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.

tags Map<String,String>

A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

machineLearningWorkspaceId string

The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.

scaleSettings ComputeClusterScaleSettingsArgs

A scale_settings block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

vmPriority string

The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created. Accepted values are Dedicated and LowPriority.

vmSize string

The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.

description string

The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.

identity ComputeClusterIdentityArgs

An identity block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

localAuthEnabled boolean

Whether local authentication methods is enabled. Defaults to true. Changing this forces a new Machine Learning Compute Cluster to be created.

location string

The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.

name string

The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

ssh ComputeClusterSshArgs

Credentials for an administrator user account that will be created on each compute node. A ssh block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

sshPublicAccessEnabled boolean

A boolean value indicating whether enable the public SSH port. Changing this forces a new Machine Learning Compute Cluster to be created.

subnetResourceId string

The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.

tags {[key: string]: string}

A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

machine_learning_workspace_id str

The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.

scale_settings ComputeClusterScaleSettingsArgs

A scale_settings block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

vm_priority str

The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created. Accepted values are Dedicated and LowPriority.

vm_size str

The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.

description str

The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.

identity ComputeClusterIdentityArgs

An identity block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

local_auth_enabled bool

Whether local authentication methods is enabled. Defaults to true. Changing this forces a new Machine Learning Compute Cluster to be created.

location str

The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.

name str

The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

ssh ComputeClusterSshArgs

Credentials for an administrator user account that will be created on each compute node. A ssh block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

ssh_public_access_enabled bool

A boolean value indicating whether enable the public SSH port. Changing this forces a new Machine Learning Compute Cluster to be created.

subnet_resource_id str

The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.

tags Mapping[str, str]

A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

machineLearningWorkspaceId String

The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.

scaleSettings Property Map

A scale_settings block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

vmPriority String

The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created. Accepted values are Dedicated and LowPriority.

vmSize String

The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.

description String

The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.

identity Property Map

An identity block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

localAuthEnabled Boolean

Whether local authentication methods is enabled. Defaults to true. Changing this forces a new Machine Learning Compute Cluster to be created.

location String

The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.

name String

The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

ssh Property Map

Credentials for an administrator user account that will be created on each compute node. A ssh block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

sshPublicAccessEnabled Boolean

A boolean value indicating whether enable the public SSH port. Changing this forces a new Machine Learning Compute Cluster to be created.

subnetResourceId String

The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.

tags Map<String>

A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

Outputs

All input properties are implicitly available as output properties. Additionally, the ComputeCluster resource produces the following output properties:

Id string

The provider-assigned unique ID for this managed resource.

Id string

The provider-assigned unique ID for this managed resource.

id String

The provider-assigned unique ID for this managed resource.

id string

The provider-assigned unique ID for this managed resource.

id str

The provider-assigned unique ID for this managed resource.

id String

The provider-assigned unique ID for this managed resource.

Look up an Existing ComputeCluster Resource

Get an existing ComputeCluster resource’s state with the given name, ID, and optional extra properties used to qualify the lookup.

public static get(name: string, id: Input<ID>, state?: ComputeClusterState, opts?: CustomResourceOptions): ComputeCluster
@staticmethod
def get(resource_name: str,
        id: str,
        opts: Optional[ResourceOptions] = None,
        description: Optional[str] = None,
        identity: Optional[ComputeClusterIdentityArgs] = None,
        local_auth_enabled: Optional[bool] = None,
        location: Optional[str] = None,
        machine_learning_workspace_id: Optional[str] = None,
        name: Optional[str] = None,
        scale_settings: Optional[ComputeClusterScaleSettingsArgs] = None,
        ssh: Optional[ComputeClusterSshArgs] = None,
        ssh_public_access_enabled: Optional[bool] = None,
        subnet_resource_id: Optional[str] = None,
        tags: Optional[Mapping[str, str]] = None,
        vm_priority: Optional[str] = None,
        vm_size: Optional[str] = None) -> ComputeCluster
func GetComputeCluster(ctx *Context, name string, id IDInput, state *ComputeClusterState, opts ...ResourceOption) (*ComputeCluster, error)
public static ComputeCluster Get(string name, Input<string> id, ComputeClusterState? state, CustomResourceOptions? opts = null)
public static ComputeCluster get(String name, Output<String> id, ComputeClusterState state, CustomResourceOptions options)
Resource lookup is not supported in YAML
name
The unique name of the resulting resource.
id
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
resource_name
The unique name of the resulting resource.
id
The unique provider ID of the resource to lookup.
name
The unique name of the resulting resource.
id
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
name
The unique name of the resulting resource.
id
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
name
The unique name of the resulting resource.
id
The unique provider ID of the resource to lookup.
state
Any extra arguments used during the lookup.
opts
A bag of options that control this resource's behavior.
The following state arguments are supported:
Description string

The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.

Identity ComputeClusterIdentityArgs

An identity block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

LocalAuthEnabled bool

Whether local authentication methods is enabled. Defaults to true. Changing this forces a new Machine Learning Compute Cluster to be created.

Location string

The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.

MachineLearningWorkspaceId string

The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.

Name string

The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

ScaleSettings ComputeClusterScaleSettingsArgs

A scale_settings block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

Ssh ComputeClusterSshArgs

Credentials for an administrator user account that will be created on each compute node. A ssh block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

SshPublicAccessEnabled bool

A boolean value indicating whether enable the public SSH port. Changing this forces a new Machine Learning Compute Cluster to be created.

SubnetResourceId string

The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.

Tags Dictionary<string, string>

A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

VmPriority string

The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created. Accepted values are Dedicated and LowPriority.

VmSize string

The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.

Description string

The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.

Identity ComputeClusterIdentityArgs

An identity block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

LocalAuthEnabled bool

Whether local authentication methods is enabled. Defaults to true. Changing this forces a new Machine Learning Compute Cluster to be created.

Location string

The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.

MachineLearningWorkspaceId string

The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.

Name string

The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

ScaleSettings ComputeClusterScaleSettingsArgs

A scale_settings block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

Ssh ComputeClusterSshArgs

Credentials for an administrator user account that will be created on each compute node. A ssh block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

SshPublicAccessEnabled bool

A boolean value indicating whether enable the public SSH port. Changing this forces a new Machine Learning Compute Cluster to be created.

SubnetResourceId string

The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.

Tags map[string]string

A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

VmPriority string

The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created. Accepted values are Dedicated and LowPriority.

VmSize string

The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.

description String

The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.

identity ComputeClusterIdentityArgs

An identity block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

localAuthEnabled Boolean

Whether local authentication methods is enabled. Defaults to true. Changing this forces a new Machine Learning Compute Cluster to be created.

location String

The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.

machineLearningWorkspaceId String

The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.

name String

The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

scaleSettings ComputeClusterScaleSettingsArgs

A scale_settings block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

ssh ComputeClusterSshArgs

Credentials for an administrator user account that will be created on each compute node. A ssh block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

sshPublicAccessEnabled Boolean

A boolean value indicating whether enable the public SSH port. Changing this forces a new Machine Learning Compute Cluster to be created.

subnetResourceId String

The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.

tags Map<String,String>

A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

vmPriority String

The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created. Accepted values are Dedicated and LowPriority.

vmSize String

The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.

description string

The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.

identity ComputeClusterIdentityArgs

An identity block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

localAuthEnabled boolean

Whether local authentication methods is enabled. Defaults to true. Changing this forces a new Machine Learning Compute Cluster to be created.

location string

The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.

machineLearningWorkspaceId string

The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.

name string

The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

scaleSettings ComputeClusterScaleSettingsArgs

A scale_settings block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

ssh ComputeClusterSshArgs

Credentials for an administrator user account that will be created on each compute node. A ssh block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

sshPublicAccessEnabled boolean

A boolean value indicating whether enable the public SSH port. Changing this forces a new Machine Learning Compute Cluster to be created.

subnetResourceId string

The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.

tags {[key: string]: string}

A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

vmPriority string

The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created. Accepted values are Dedicated and LowPriority.

vmSize string

The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.

description str

The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.

identity ComputeClusterIdentityArgs

An identity block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

local_auth_enabled bool

Whether local authentication methods is enabled. Defaults to true. Changing this forces a new Machine Learning Compute Cluster to be created.

location str

The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.

machine_learning_workspace_id str

The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.

name str

The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

scale_settings ComputeClusterScaleSettingsArgs

A scale_settings block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

ssh ComputeClusterSshArgs

Credentials for an administrator user account that will be created on each compute node. A ssh block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

ssh_public_access_enabled bool

A boolean value indicating whether enable the public SSH port. Changing this forces a new Machine Learning Compute Cluster to be created.

subnet_resource_id str

The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.

tags Mapping[str, str]

A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

vm_priority str

The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created. Accepted values are Dedicated and LowPriority.

vm_size str

The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.

description String

The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.

identity Property Map

An identity block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

localAuthEnabled Boolean

Whether local authentication methods is enabled. Defaults to true. Changing this forces a new Machine Learning Compute Cluster to be created.

location String

The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.

machineLearningWorkspaceId String

The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.

name String

The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

scaleSettings Property Map

A scale_settings block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

ssh Property Map

Credentials for an administrator user account that will be created on each compute node. A ssh block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.

sshPublicAccessEnabled Boolean

A boolean value indicating whether enable the public SSH port. Changing this forces a new Machine Learning Compute Cluster to be created.

subnetResourceId String

The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.

tags Map<String>

A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.

vmPriority String

The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created. Accepted values are Dedicated and LowPriority.

vmSize String

The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.

Supporting Types

ComputeClusterIdentity

Type string

Specifies the type of Managed Service Identity that should be configured on this Machine Learning Compute Cluster. Possible values are SystemAssigned, UserAssigned, SystemAssigned, UserAssigned (to enable both).

IdentityIds List<string>

Specifies a list of User Assigned Managed Identity IDs to be assigned to this Machine Learning Compute Cluster.

PrincipalId string

The Principal ID for the Service Principal associated with the Managed Service Identity of this Machine Learning Compute Cluster.

TenantId string

The Tenant ID for the Service Principal associated with the Managed Service Identity of this Machine Learning Compute Cluster.

Type string

Specifies the type of Managed Service Identity that should be configured on this Machine Learning Compute Cluster. Possible values are SystemAssigned, UserAssigned, SystemAssigned, UserAssigned (to enable both).

IdentityIds []string

Specifies a list of User Assigned Managed Identity IDs to be assigned to this Machine Learning Compute Cluster.

PrincipalId string

The Principal ID for the Service Principal associated with the Managed Service Identity of this Machine Learning Compute Cluster.

TenantId string

The Tenant ID for the Service Principal associated with the Managed Service Identity of this Machine Learning Compute Cluster.

type String

Specifies the type of Managed Service Identity that should be configured on this Machine Learning Compute Cluster. Possible values are SystemAssigned, UserAssigned, SystemAssigned, UserAssigned (to enable both).

identityIds List<String>

Specifies a list of User Assigned Managed Identity IDs to be assigned to this Machine Learning Compute Cluster.

principalId String

The Principal ID for the Service Principal associated with the Managed Service Identity of this Machine Learning Compute Cluster.

tenantId String

The Tenant ID for the Service Principal associated with the Managed Service Identity of this Machine Learning Compute Cluster.

type string

Specifies the type of Managed Service Identity that should be configured on this Machine Learning Compute Cluster. Possible values are SystemAssigned, UserAssigned, SystemAssigned, UserAssigned (to enable both).

identityIds string[]

Specifies a list of User Assigned Managed Identity IDs to be assigned to this Machine Learning Compute Cluster.

principalId string

The Principal ID for the Service Principal associated with the Managed Service Identity of this Machine Learning Compute Cluster.

tenantId string

The Tenant ID for the Service Principal associated with the Managed Service Identity of this Machine Learning Compute Cluster.

type str

Specifies the type of Managed Service Identity that should be configured on this Machine Learning Compute Cluster. Possible values are SystemAssigned, UserAssigned, SystemAssigned, UserAssigned (to enable both).

identity_ids Sequence[str]

Specifies a list of User Assigned Managed Identity IDs to be assigned to this Machine Learning Compute Cluster.

principal_id str

The Principal ID for the Service Principal associated with the Managed Service Identity of this Machine Learning Compute Cluster.

tenant_id str

The Tenant ID for the Service Principal associated with the Managed Service Identity of this Machine Learning Compute Cluster.

type String

Specifies the type of Managed Service Identity that should be configured on this Machine Learning Compute Cluster. Possible values are SystemAssigned, UserAssigned, SystemAssigned, UserAssigned (to enable both).

identityIds List<String>

Specifies a list of User Assigned Managed Identity IDs to be assigned to this Machine Learning Compute Cluster.

principalId String

The Principal ID for the Service Principal associated with the Managed Service Identity of this Machine Learning Compute Cluster.

tenantId String

The Tenant ID for the Service Principal associated with the Managed Service Identity of this Machine Learning Compute Cluster.

ComputeClusterScaleSettings

MaxNodeCount int

Maximum node count. Changing this forces a new Machine Learning Compute Cluster to be created.

MinNodeCount int

Minimal node count. Changing this forces a new Machine Learning Compute Cluster to be created.

ScaleDownNodesAfterIdleDuration string

Node Idle Time Before Scale Down: defines the time until the compute is shutdown when it has gone into Idle state. Is defined according to W3C XML schema standard for duration. Changing this forces a new Machine Learning Compute Cluster to be created.

MaxNodeCount int

Maximum node count. Changing this forces a new Machine Learning Compute Cluster to be created.

MinNodeCount int

Minimal node count. Changing this forces a new Machine Learning Compute Cluster to be created.

ScaleDownNodesAfterIdleDuration string

Node Idle Time Before Scale Down: defines the time until the compute is shutdown when it has gone into Idle state. Is defined according to W3C XML schema standard for duration. Changing this forces a new Machine Learning Compute Cluster to be created.

maxNodeCount Integer

Maximum node count. Changing this forces a new Machine Learning Compute Cluster to be created.

minNodeCount Integer

Minimal node count. Changing this forces a new Machine Learning Compute Cluster to be created.

scaleDownNodesAfterIdleDuration String

Node Idle Time Before Scale Down: defines the time until the compute is shutdown when it has gone into Idle state. Is defined according to W3C XML schema standard for duration. Changing this forces a new Machine Learning Compute Cluster to be created.

maxNodeCount number

Maximum node count. Changing this forces a new Machine Learning Compute Cluster to be created.

minNodeCount number

Minimal node count. Changing this forces a new Machine Learning Compute Cluster to be created.

scaleDownNodesAfterIdleDuration string

Node Idle Time Before Scale Down: defines the time until the compute is shutdown when it has gone into Idle state. Is defined according to W3C XML schema standard for duration. Changing this forces a new Machine Learning Compute Cluster to be created.

max_node_count int

Maximum node count. Changing this forces a new Machine Learning Compute Cluster to be created.

min_node_count int

Minimal node count. Changing this forces a new Machine Learning Compute Cluster to be created.

scale_down_nodes_after_idle_duration str

Node Idle Time Before Scale Down: defines the time until the compute is shutdown when it has gone into Idle state. Is defined according to W3C XML schema standard for duration. Changing this forces a new Machine Learning Compute Cluster to be created.

maxNodeCount Number

Maximum node count. Changing this forces a new Machine Learning Compute Cluster to be created.

minNodeCount Number

Minimal node count. Changing this forces a new Machine Learning Compute Cluster to be created.

scaleDownNodesAfterIdleDuration String

Node Idle Time Before Scale Down: defines the time until the compute is shutdown when it has gone into Idle state. Is defined according to W3C XML schema standard for duration. Changing this forces a new Machine Learning Compute Cluster to be created.

ComputeClusterSsh

AdminUsername string

Name of the administrator user account which can be used to SSH to nodes. Changing this forces a new Machine Learning Compute Cluster to be created.

AdminPassword string

Password of the administrator user account. Changing this forces a new Machine Learning Compute Cluster to be created.

KeyValue string

SSH public key of the administrator user account. Changing this forces a new Machine Learning Compute Cluster to be created.

AdminUsername string

Name of the administrator user account which can be used to SSH to nodes. Changing this forces a new Machine Learning Compute Cluster to be created.

AdminPassword string

Password of the administrator user account. Changing this forces a new Machine Learning Compute Cluster to be created.

KeyValue string

SSH public key of the administrator user account. Changing this forces a new Machine Learning Compute Cluster to be created.

adminUsername String

Name of the administrator user account which can be used to SSH to nodes. Changing this forces a new Machine Learning Compute Cluster to be created.

adminPassword String

Password of the administrator user account. Changing this forces a new Machine Learning Compute Cluster to be created.

keyValue String

SSH public key of the administrator user account. Changing this forces a new Machine Learning Compute Cluster to be created.

adminUsername string

Name of the administrator user account which can be used to SSH to nodes. Changing this forces a new Machine Learning Compute Cluster to be created.

adminPassword string

Password of the administrator user account. Changing this forces a new Machine Learning Compute Cluster to be created.

keyValue string

SSH public key of the administrator user account. Changing this forces a new Machine Learning Compute Cluster to be created.

admin_username str

Name of the administrator user account which can be used to SSH to nodes. Changing this forces a new Machine Learning Compute Cluster to be created.

admin_password str

Password of the administrator user account. Changing this forces a new Machine Learning Compute Cluster to be created.

key_value str

SSH public key of the administrator user account. Changing this forces a new Machine Learning Compute Cluster to be created.

adminUsername String

Name of the administrator user account which can be used to SSH to nodes. Changing this forces a new Machine Learning Compute Cluster to be created.

adminPassword String

Password of the administrator user account. Changing this forces a new Machine Learning Compute Cluster to be created.

keyValue String

SSH public key of the administrator user account. Changing this forces a new Machine Learning Compute Cluster to be created.

Import

Machine Learning Compute Clusters can be imported using the resource id, e.g.

 $ pulumi import azure:machinelearning/computeCluster:ComputeCluster example /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/resGroup1/providers/Microsoft.MachineLearningServices/workspaces/workspace1/computes/cluster1

Package Details

Repository
https://github.com/pulumi/pulumi-azure
License
Apache-2.0
Notes

This Pulumi package is based on the azurerm Terraform Provider.